The Battle of the Agents — 4 Autonomous AI Agents

<p>Everybody is talking about AutoGPT, and other autonomous AI Agents. Having tried them, I can vouch that they aren&rsquo;t really the &ldquo;shit&rdquo; right now, but the potential has me flummoxed.</p> <p>One of the most significant limitations of the current system is its memory capabilities. Recently, I had a conversation with David Shapiro, a well-known AI researcher, and YouTuber, about enhancing AI memory. We discussed the concept of assigning weights and decay to memories.</p> <p>The idea is that as memory ages or remains unused, its weight decreases. Picture a funnel or a tornado shape. At the top, you&rsquo;ll find the most recent memories. Over time, these memories gradually descend to lower levels. Along the tornado&rsquo;s 3D axis, there are interconnected threads representing chains of memories.</p> <p>If we can figure out a way to essentially clone the way our brains work, using vector databases &mdash; then we&rsquo;re 90% of the way to AGI, and babyAGI truly becomes babyAGI. My idea essentially is figure a way to store memories such that the more often a memory or similar one is accessed, the higher the weight is, the less it&rsquo;s &lsquo;refreshed&rsquo; or &lsquo;touched&rsquo;, the lower it goes until it&rsquo;s purged. I think if we can somehow have a model that actually can rebuild itself from knowledge in the vector databases, then it&#39;s important to weed out some random unrelated B.S.</p> <p>In other words, we need to give A.I. dreams, to recalibrate or defragment. All the best &ldquo;brains&rdquo; have some sort of way to recharge, it makes us hallucinate more, so maybe it will for our future A.I. overlords.</p> <p>Recap thus far: We need a way to defrag (dreams), and weights (based on time since added, time since accessed, with a sense of slow decaying with time). I thought it was pretty exciting today, when I read that the guy behind langchain either somehow came across my idea, or just came to the same conclusion</p> <p><a href="https://betterprogramming.pub/the-battle-of-the-agents-4-autonomous-ai-agents-d4e49341128d">Website</a></p>